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target="_blank">L1</a> and <a href="http://mathworld.wolfram.com/L2-Norm.html"; target="_blank">L2</a> normalization ensures that each feature vector has unit length:</p> +<pre><code class="lang-sql"><span class="hljs-keyword">select</span> l1_normalize(<span class="hljs-built_in">array</span>(<span class="hljs-string">'apple:1.0'</span>, <span class="hljs-string">'banana:0.5'</span>)) +</code></pre> +<blockquote> +<p>["apple:0.6666667","banana:0.33333334"]</p> +</blockquote> +<pre><code class="lang-sql"><span class="hljs-keyword">select</span> l2_normalize(<span class="hljs-built_in">array</span>(<span class="hljs-string">'apple:1.0'</span>, <span class="hljs-string">'banana:0.5'</span>)) +</code></pre> +<blockquote> +<p>["apple:0.8944272","banana:0.4472136"]</p> +</blockquote> <h1 id="min-max-normalization">Min-Max Normalization</h1> <p><a href="http://en.wikipedia.org/wiki/Feature_scaling#Rescaling"; target="_blank">http://en.wikipedia.org/wiki/Feature_scaling#Rescaling</a></p> <pre><code class="lang-sql"><span class="hljs-keyword">select</span> <span class="hljs-keyword">min</span>(target), <span class="hljs-keyword">max</span>(target) @@ -2432,7 +2445,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda <script> var gitbook = gitbook || []; 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}); </script> </div> @@ -2489,7 +2489,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda - <script src="https://cdnjs.cloudflare.com/ajax/libs/anchor-js/3.1.1/anchor.min.js";></script> + <script src="https://cdnjs.cloudflare.com/ajax/libs/anchor-js/4.1.0/anchor.min.js";></script> http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/9d62b788/userguide/getting_started/installation.html ---------------------------------------------------------------------- diff --git a/userguide/getting_started/installation.html b/userguide/getting_started/installation.html index f9354fa..fef1c37 100644 --- a/userguide/getting_started/installation.html +++ b/userguide/getting_started/installation.html @@ -2220,16 +2220,17 @@ <li>Hadoop v2.4.0 or later</li> <li>Hive v0.13 or later</li> <li>Java 7 or later</li> -<li><a href="https://github.com/myui/hivemall/releases"; target="_blank">hivemall-core-xxx-with-dependencies.jar</a></li> -<li><a href="https://github.com/myui/hivemall/releases"; target="_blank">define-all.hive</a></li> +<li><a href="https://search.maven.org/#search%7Cga%7C1%7Ca%3A%22hivemall-all%22"; target="_blank">hivemall-all-xxx.jar</a></li> +<li><a href="https://github.com/apache/incubator-hivemall/blob/master/resources/ddl/define-all.hive"; target="_blank">define-all.hive</a> (of a given version, e.g., <a href="https://github.com/apache/incubator-hivemall/blob/v0.5.0/resources/ddl/define-all.hive"; target="_blank">v0.5.0</a>)</li> </ul> +<div class="panel panel-primary"><div class="panel-heading"><h3 class="panel-title" id="note"><i class="fa fa-edit"></i> Note</h3></div><div class="panel-body"></div></div> <h1 id="installation">Installation</h1> <p>Add the following two lines to your <code>$HOME/.hiverc</code> file.</p> -<pre><code>add jar /home/myui/tmp/hivemall-core-xxx-with-dependencies.jar; +<pre><code>add jar /home/myui/tmp/hivemall-all-xxx.jar; source /home/myui/tmp/define-all.hive; </code></pre><p>This automatically loads all Hivemall functions every time you start a Hive session. Alternatively, you can run the following command each time.</p> <pre><code>$ hive -add jar /tmp/hivemall-core-xxx-with-dependencies.jar; +add jar /tmp/hivemall-all-xxx.jar; source /tmp/define-all.hive; </code></pre><h1 id="other-choices">Other choices</h1> <p>You can also run Hivemall on the following platforms:</p> @@ -2243,7 +2244,7 @@ source /tmp/define-all.hive; $ <span class="hljs-built_in">cd</span> incubator-hivemall $ bin/build.sh </code></pre> -<p>Then, you can find hivemall jars in <code>./target</code>.</p> +<p>Then, you can find Hivemall jars in <code>./target</code>.</p> <p><div id="page-footer" class="localized-footer"><hr><!-- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. 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